Self-improving AI for e-commerce

Agents that
out-earn humans.

00:00 / 01:31
01 / Why agents can win

Where there’s a clear score and endless attempts, machines win.

The two questions

How clear is the score? How many attempts can you afford? E-commerce sits in the corner where both answers favor the machine.

02 / What we do

AI that learns to out-earn humans, and gets paid while it learns.

What it decides

Every decision made by our agentic system, end to end.

  1. 01What to sell
  2. 02How to sell
  3. 03To whom
  4. 04At what price
  5. 05How many
  6. 06Where to stock

Learns from every SKU outcome

First step · now

Demand insightOperational decisions

Long horizon

Supply chainFulfillment
Own the full loop

SpaceX never sold its cost advantage. Neither do we. We don’t sell the machine. We use it to dig.

03 / The endgame

The endgame is anew kind of company.

An AI-run, vertically integrated global e-commerce engine that systematically eliminates waste between factory and consumer, and puts the right product in front of the right person, at the right time, at the right price.

Factory
Consumer

Hand-offs  10

  • Right product
  • Right person
  • Right time
  • Right price
04 / Today vs. endgame

What changes when one intelligence runs commerce.

ProductTodayBuyer intuition, months per cycleHachimiLive demand signals, validated in days
ToolsToday2–3 AI ad tools + 3–5 Shopify apps, data never connectsHachimiOne system, data connected end to end
DecisionsTodayEach function optimizes locallyHachimiPrice, creative, inventory optimized against one goal
InventoryTodayStock first, find demand laterHachimiProduction follows demand
KnowledgeTodayLives in people’s heads, walks out with themHachimiCompounds with every SKU
BrandsTodayOne team per brandHachimiOne brain runs N brands
LogisticsTodaySmall brands pay high unit shippingHachimiShared containers, big-scale costs
HumansTodayExecuting repetitive decisionsHachimiSet goals and taste; AI runs the rest

9-figure brand

Today
15people
$500K
6 moprep
Hachimi
0headcount
<1 wkto launch
0inventory
05 / How we win

One brain, N brands. Signal to shelf in days, not quarters.

One brain, N brands

BRAINBrand ABrand BBrand CBrand N…

Category = sub-environment
SKU = rollout

What one brand learns (audience preference, winning creative angle, price elasticity) transfers to every other brand.

More brands → smarter brain → higher hit rate for the next brand

Signal to shelf in days

Iteration speed is the moat. SpaceX’s test, fail, fix only works because design, build and test sit under one roof. So does ours.

E-commerce’s idiot index

SpaceX: raw materials ≈ 2% of a rocket’s price

20×

Shelf price $38.00 ÷ factory cost $1.90

Factory cost $1.90Shelf price $38.00
  • Wrong products+$6.40
  • Wrong messaging+$9.80
  • Wrong inventory+$5.70
  • Layered markups+$14.20

The brain removes the waste and splits the savings between consumers and us.

  • Better products, fairer prices → consumers
  • Margin → Hachimi

Illustrative unit economics.

hachimi.labs — Self-improving AI for e-commerce

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Agents that out-earn humans.

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